Discrete Response Multilevel Models for Repeated Measures: An Application to Voting Intentions Data

被引：1

作者：

Maria Ferrao Barbosa

Harvey Goldstein

机构：

[1] Pontificia Universidade Catolica do Rio de Janeiro,Institute of Education

[2] University of London,undefined

来源：

Quality and Quantity | 2000年 / 34卷 / 3期

关键词：

discrete response; longitudinal data; multilevel model; repeated measures; time series; underdispersion; voting intentions;

D O I：

10.1023/A:1004711502296

中图分类号：

学科分类号：

摘要：

Repeated measures data can be modelled as a two-levelmodel where occasions (level one units) are grouped byindividuals (level two units). Goldstein et al. (1994)proposed a multilevel time series model when theresponse variable follows a Normal distribution andthe measurements are taken with unequal timeintervals. This paper extends the methodology todiscrete response variables. The models are applied toBritish Election Study data consisting of repeatedmeasures of voting intention.

引用

页码：323 / 330

页数：7

共 50 条

[31] A SURVEY OF MODELS FOR REPEATED ORDERED CATEGORICAL RESPONSE DATA
AGRESTI, A
[J]. STATISTICS IN MEDICINE, 1989, 8 (10) : 1209 - 1224
[32] Specifying Ability Growth Models Using a Multidimensional Item Response Model for Repeated Measures Categorical Ordinal Item Response Data
Paek, Insu
Li, Zhen
Park, Hyun-Jeong
[J]. MULTIVARIATE BEHAVIORAL RESEARCH, 2016, 51 (04) : 569 - 580
[33] MODELS FOR PRETEST-POSTTEST DATA - REPEATED MEASURES ANOVA REVISITED
JENNINGS, E
[J]. JOURNAL OF EDUCATIONAL STATISTICS, 1988, 13 (03): : 273 - 280
[34] Limitations of ordinary least squares models in analyzing repeated measures data
Ugrinowitsch, C
Fellingham, GW
Ricard, MD
[J]. MEDICINE AND SCIENCE IN SPORTS AND EXERCISE, 2004, 36 (12): : 2144 - 2148
[35] The use of MIXED models in the analysis of animal experiments with repeated measures data
Wang, Z
Goonewardene, LA
[J]. CANADIAN JOURNAL OF ANIMAL SCIENCE, 2004, 84 (01) : 1 - 11
[36] FACTOR AND SIMPLEX MODELS FOR REPEATED MEASURES - APPLICATION TO 2 PSYCHOMOTOR MEASURES OF ALCOHOL SENSITIVITY IN TWINS
BOOMSMA, DI
MARTIN, NG
MOLENAAR, PCM
[J]. BEHAVIOR GENETICS, 1989, 19 (01) : 79 - 96
[37] Covariance models for nested repeated measures data: analysis of ovarian steroid secretion data
Park, T
Lee, YJ
[J]. STATISTICS IN MEDICINE, 2002, 21 (01) : 143 - 164
[38] LOGISTIC-REGRESSION FOR AUTOCORRELATED DATA WITH APPLICATION TO REPEATED-MEASURES
AZZALINI, A
[J]. BIOMETRIKA, 1994, 81 (04) : 767 - 775
[39] Multivariate multilevel models for repeated measures in the study of smoking effects on the association between plaque and gingival bleeding
H. P. Müller
S. Stadermann
[J]. Clinical Oral Investigations, 2006, 10 : 311 - 316
[40] Multivariate multilevel models for repeated measures in the study of smoking effects on the association between plaque and gingival bleeding
Mueller, H. P.
Stadermann, S.
[J]. CLINICAL ORAL INVESTIGATIONS, 2006, 10 (04) : 311 - 316

← 1 2 3 4 5 →